Run
462814

Run 462814

Task 96 (Learning Curve) diabetes Uploaded 05-07-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7966 ± 0.0502
Per class
F measure
0.738 ± 0.0463
Per class
Kappa
0.4151 ± 0.1049
KB relative information score
0.3025 ± 0.0676
Mean absolute error
0.3189 ± 0.0267
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
7680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.737 ± 0.0481
Per class
Predictive accuracy
0.7435 ± 0.0445
Prior entropy
0.9331 ± 0.0044
Recall
0.7435 ± 0.0445
Per class
Relative absolute error
0.7017 ± 0.0591
Root mean prior squared error
0.4766 ± 0.0015
Root mean squared error
0.4174 ± 0.0286
Root relative squared error
0.8758 ± 0.0606
SciMark benchmark
895.2913